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Ning Liu
Ning Liu
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Title
Cited by
Cited by
Year
Scalable rule-based representation learning for interpretable classification
Z Wang, W Zhang, N Liu, J Wang
Advances in Neural Information Processing Systems 34, 30479-30491, 2021
662021
Flexkbqa: A flexible llm-powered framework for few-shot knowledge base question answering
Z Li, S Fan, Y Gu, X Li, Z Duan, B Dong, N Liu, J Wang
Proceedings of the AAAI Conference on Artificial Intelligence 38 (17), 18608 …, 2024
522024
Transparent classification with multilayer logical perceptrons and random binarization
Z Wang, W Zhang, LIU Ning, J Wang
Proceedings of the AAAI conference on artificial intelligence 34 (04), 6331-6339, 2020
302020
Random forest model in the diagnosis of dementia patients with normal mini-mental state examination scores
J Wang, Z Wang, N Liu, C Liu, C Mao, L Dong, J Li, X Huang, D Lei, ...
Journal of personalized medicine 12 (1), 37, 2022
232022
An LLM can Fool Itself: A Prompt-Based Adversarial Attack
X Xu, K Kong, N Liu, L Cui, D Wang, J Zhang, M Kankanhalli
arXiv preprint arXiv:2310.13345, 2023
162023
Knowledge-aware deep dual networks for text-based mortality prediction
N Liu, P Lu, W Zhang, J Wang
2019 IEEE 35th international conference on data engineering (ICDE), 1406-1417, 2019
152019
Can LLMs like GPT-4 outperform traditional AI tools in dementia diagnosis? Maybe, but not today
Z Wang, R Li, B Dong, J Wang, X Li, N Liu, C Mao, W Zhang, L Dong, ...
arXiv preprint arXiv:2306.01499, 2023
132023
Effective few-shot named entity linking by meta-learning
X Li, Z Li, Z Zhang, N Liu, H Yuan, W Zhang, Z Liu, J Wang
2022 IEEE 38th International Conference on Data Engineering (ICDE), 178-191, 2022
132022
Healthnet: A health progression network via heterogeneous medical information fusion
F Yu, L Cui, H Chen, Y Cao, N Liu, W Huang, Y Xu, H Lu
IEEE Transactions on Neural Networks and Learning Systems 34 (10), 6940-6954, 2022
92022
Kdtnet: medical image report generation via knowledge-driven transformer
Y Cao, L Cui, F Yu, L Zhang, Z Li, N Liu, Y Xu
International Conference on Database Systems for Advanced Applications, 117-132, 2022
92022
Learning cognitive-test-based interpretable rules for prediction and early diagnosis of dementia using neural networks
Z Wang, J Wang, N Liu, C Liu, X Li, L Dong, R Zhang, C Mao, Z Duan, ...
Journal of Alzheimer’s Disease 90 (2), 609-624, 2022
62022
Bridging the language gap: Knowledge injected multilingual question answering
Z Duan, X Li, Z Zhang, Z Li, N Liu, J Wang
2021 IEEE International Conference on Big Knowledge (ICBK), 339-346, 2021
62021
An efficient reinforcement learning game framework for uav-enabled wireless sensor network data collection
T Ding, N Liu, ZM Yan, L Liu, LZ Cui
Journal of Computer Science and Technology 37 (6), 1356-1368, 2022
52022
Similarity-aware collaborative learning for patient outcome prediction
F Yu, L Cui, Y Cao, N Liu, W Huang, Y Xu
International Conference on Database Systems for Advanced Applications, 407-422, 2022
52022
Learning interpretable rules for scalable data representation and classification
Z Wang, W Zhang, N Liu, J Wang
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023
42023
Toward a Unified Framework for Unsupervised Complex Tabular Reasoning
Z Li, X Li, Z Duan, B Dong, N Liu, J Wang
2023 IEEE 39th International Conference on Data Engineering (ICDE), 1691-1704, 2023
42023
Coupled graph convolutional neural networks for text-oriented clinical diagnosis inference
N Liu, W Zhang, X Li, H Yuan, J Wang
Database Systems for Advanced Applications: 25th International Conference …, 2020
42020
Toward a stable and low-resource PLM-based medical diagnostic system via prompt tuning and MoE structure
B Dong, Z Wang, Z Li, Z Duan, J Xu, T Pan, R Zhang, N Liu, X Li, J Wang, ...
Scientific Reports 13 (1), 12595, 2023
32023
Log-roc: Log structured raid on open-channel ssd
T Ma, Z Li, N Liu
2022 IEEE 40th International Conference on Computer Design (ICCD), 332-335, 2022
32022
Susceptible Temporal Patterns Discovery for Electronic Health Records via Adversarial Attack
R Zhang, W Zhang, N Liu, J Wang
Database Systems for Advanced Applications: 26th International Conference …, 2021
32021
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